{"id":"W1992242147","doi":"10.1006/jtbi.2001.2348","title":"Describing the Pumping Heart as a Pressure Source","year":2001,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Ventricle; Human heart; Cardiology; Internal medicine; Afterload; Elastance; Mechanics; Medicine; Physics; Respiratory system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004117313,0.00008208645,0.0001763943,0.00003918624,0.0000597262,0.00002792992,0.0001811552,0.00009587657,0.0002495141],"category_scores_gemma":[0.0003505771,0.00004919408,0.00007865643,0.00005106981,0.000180882,0.00004819674,0.00003705504,0.0002763536,0.00002105293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001160429,"about_ca_system_score_gemma":0.00001273563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002240914,"about_ca_topic_score_gemma":3.222439e-7,"domain_scores_codex":[0.9993328,0.00008486686,0.000257146,0.00005508478,0.00006291537,0.0002072041],"domain_scores_gemma":[0.9995138,0.0002341763,0.0000390453,0.00008550048,0.00004602277,0.00008142092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002601769,0.0000376594,0.0004195283,0.00003265509,0.0002223777,0.00002898422,0.0005767103,0.05726154,0.2799594,0.6556177,0.0006127171,0.004970571],"study_design_scores_gemma":[0.00198748,0.001586499,0.0002125637,0.0007626725,0.0005714921,0.007672137,0.0007748323,0.1895942,0.08673446,0.4572217,0.2519869,0.0008951119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708053,0.0006631859,0.1234414,0.001836103,0.0008241346,0.00005349189,0.000001067769,0.00004630798,0.002328987],"genre_scores_gemma":[0.9986672,0.00009995767,0.0004223903,0.0003641956,0.000418592,8.193279e-7,2.393445e-7,0.00001193797,0.00001470318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513742,"threshold_uncertainty_score":0.2732004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062824194539509,"score_gpt":0.2317257645035898,"score_spread":0.2110975225581947,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}